Remotery

Architect – Platform Engineer

Posted Jun 21

This is a fully remote position, open to applicants in California.

πŸ“‹ Description

β€’ Design and execute robust infrastructure for LLM and GenAI workloads in multi-GPU settings.

β€’ Conduct GPU profiling, benchmarking, and enhance performance for distributed training tasks.

β€’ Oversee and schedule compute-heavy jobs utilizing Slurm-based clusters and OpenShift/Kubernetes platforms.

β€’ Activate and refine the NVIDIA GPU stack (CUDA, cuDNN, NCCL, Triton, RAPIDS, etc.).

β€’ Work collaboratively with cross-functional teams to deploy models in both research and production settings.

β€’ Develop and maintain GenAI pipelines (fine-tuning, RAG, multi-modal inferencing, LLMOps).

β€’ Create reusable infrastructure templates using tools such as Terraform and Helm.


⛳️ Requirements

β€’ Over 10 years of experience in a related field.

β€’ Extensive experience with Slurm and distributed training environments.

β€’ Practical knowledge of Red Hat OpenShift and/or Kubernetes.

β€’ In-depth understanding of the NVIDIA GPU ecosystem (CUDA, cuDNN, NCCL, Nsight, Triton/TensorRT).

β€’ Strong background in Linux systems, performance tuning, and multi-GPU optimization.

β€’ Experience in deploying GenAI workloads (LLM fine-tuning, RAG pipelines, multi-modal systems).

β€’ Familiarity with Infrastructure-as-Code tools (Terraform, Ansible).

β€’ Experience with cloud GPU platforms (GCP, Azure, AWS, OCI) and/or on-premises GPU clusters.


🏝️ Benefits

β€’ Enhance your skills and uncover your potential while tackling complex challenges in advanced technology alongside passionate, skilled colleagues.

β€’ Be part of an innovative environment - collaborate with disruptive innovators in a research-driven organization with over 60 patents filed across multiple fields.

β€’ Stay at the forefront of technology, immerse yourself in pioneering AI, ML, data, and cloud technologies, and gain experience working with Fortune 500 companies.

β€’ If you thrive in a rapidly growing environment and enjoy working with enthusiastic, high-achieving individuals, you'll find your career with us rewarding!

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